Here is the map detailing the redlining grades given to areas in NYC. There are areas that our data set does not have information for, which are colored grey.
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This graph shows more detail. The distribution of the scores are fairly different for the boroughs, which Manhattan having the most distribution and Queens having the smallest.
We can see here that Staten Island, Queens, and Bronx have the most C grade in their neighborhood. Manhattan and Brooklyn have the grade D as the most frequent. This is similar to what we saw in the violin plot previously.
This is a stacked bar chart showing the race distribution of households by historical redlining grades (A, B, C, D, NA) in New York City.

This map overlays the distribution of healthy grocery stores on top of the historical redlining grades across NYC.
<<<<<<< HEAD ======= >>>>>>> 7e52a18f5b30ad1f22cfbeadd41a775db2962934This map zooms in on the Bronx area to focus on the distribution of healthy grocery stores within the context of historical redlining grades.
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The graph compares the relationship between redlining and health outcomes (diabetes, obesity, and high cholesterol) in New York City. The higher redlining scores (A, B) tend to have slightly higher obesity and high cholesterol rates, potentially indicating the complex intersection of socioeconomic status, healthcare access, and environmental factors related to historical redlining.